Evangelos Galaris

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 6

Top Topics

Granger Causality

Machine Learning

Functional Connectivity

Top Venues

J. Sci. Comput.

Publications

Evangelos Galaris, Gianluca Fabiani, Ioannis Gallos, Ioannis G. Kevrekidis, Constantinos I. Siettos
Numerical Bifurcation Analysis of PDEs From Lattice Boltzmann Model Simulations: a Parsimonious Machine Learning Approach. J. Sci. Comput. 92 (2) (2022)
Gianluca Fabiani, Evangelos Galaris, Lucia Russo, Constantinos I. Siettos
Parsimonious Physics-Informed Random Projection Neural Networks for Initial-Value Problems of ODEs and index-1 DAEs. CoRR (2022)
Evangelos Galaris, Gianluca Fabiani, Ioannis Gallos, Ioannis G. Kevrekidis, Constantinos I. Siettos
Constructing coarse-scale bifurcation diagrams from spatio-temporal observations of microscopic simulations: A parsimonious machine learning approach. CoRR (2022)
Evangelos Galaris, Francesco Calabrò, Daniela di Serafino, Constantinos I. Siettos
Numerical Solution of Stiff Ordinary Differential Equations with Random Projection Neural Networks. CoRR (2021)
Evangelos Galaris, Ioannis Gallos, Ivan Myatchin, Lieven Lagae, Constantinos I. Siettos
EEG source localization analysis in epileptic children during a visual working-memory task. CoRR (2020)
Ioannis Gallos, Evangelos Galaris, Constantinos I. Siettos
Construction of embedded fMRI resting state functional connectivity networks using manifold learning. CoRR (2020)